5-way classification on Cars (test)
68.44AccuracyFLoR
Evaluation Results
| Method | Links | |
|---|---|---|
| FLoRShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.03 | 68.44 | |
| SRasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.03 | 67.97 | |
| SRasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.03 | 66.52 | |
| SVasPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.03 | 66.47 | |
| StyleAdvShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.03 | 66.02 | |
| ReCITShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 64.9 | |
| REAPShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 63.98 | |
| ReCITShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 63.85 | |
| SVasPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.03 | 62.6 | |
| REAPShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 62.6 | |
| CD-CLSShots=5-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 62.23 | |
| CD-CLSShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 62.17 | |
| FLoRShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.03 | 61.75 | |
| StyleAdvShots=5-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.03 | 61.73 | |
| SRasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=-2026.03 | 44.47 | |
| SRasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=-2026.03 | 44.47 | |
| FLoRShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’242026.03 | 43.42 | |
| ReCITShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 43.17 | |
| REAPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=ICML’252026.03 | 42.99 | |
| ReCITShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 42.89 | |
| REAPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=ICML’252026.03 | 42.23 | |
| CD-CLSShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 42.23 | |
| CD-CLSShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=NeurIPS’242026.03 | 41.67 | |
| FLoRShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’242026.03 | 40.71 | |
| SVasPShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=AAAI’252026.03 | 40.51 | |
| SVasPShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=AAAI’252026.03 | 40.51 | |
| StyleAdvShots=1-shot, Fine-tuning=False, Backbone=ViT-S, Venue=CVPR’232026.03 | 40.48 | |
| StyleAdvShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’232026.03 | 40.48 | |
| PMFShots=1-shot, Fine-tuning=True, Backbone=ViT-S, Venue=CVPR’222026.03 | 37.24 |